Turning “What if?” Into “It Works!”

A NeoPixel lighting platform that turns a whole room into one synchronised, music reactive canvas.

• An almost instant path from sound to light: native WASAPI loopback capture with no driver install, a 60fps render loop, UDP pixel transport, and a look ahead beat scheduler that compensates for its own latency.
• ML DJ mode reads BPM, genre and energy live, switching between 25 club effects on downbeats. Chases, whips, phase waves and strobe bursts run across the room one strip at a time, like a real fixture rig.
• Production grade node firmware: clock synced presentation with under 2ms skew between nodes, verified OTA updates, current limiting, a watchdog, and a captive portal setup wizard with WiFi fallback.

An autonomous NSE options system with ML signal filtering and a Telegram remote control.

• Five autonomous intraday strategies: OI Spike Scalp, Opening Range Breakout, VWAP Reversion, 0DTE expiry plays and Gap Fill. Each has its own eligibility window, duplicate position guards and risk limits, enforced before any order goes out.
• An XGBoost model trained on 86+ engineered features, covering volatility regime, VWAP distance, RSI, MACD, session phase, ATR and Bollinger Bands, adjusts lot sizing or blocks trades that fall below its confidence threshold.
• A Telegram control centre with live P&L, open positions, circuit breaker status, a risk dashboard, daily reports, and config changes via /set commands that take effect without a redeploy.

A 3D printing product line with 247 published designs, plus custom commissions.

• 247 original designs published on Cults3D under the dknprints profile, covering personalised cake toppers, anniversary pieces, birthday designs, keychains and wall art.
• Runs the whole journey from design to doorstep: CAD modelling, STL export and repair, slicer optimisation, print production, quality review and fulfilment.
• Takes custom printed product commissions, prototype support, and print ready STL preparation for clients who have their own hardware.

An operations terminal for automated trading infrastructure, with a companion Android app.

• Organises trading visibility around a live equity curve, open positions, P&L per strategy and market regime signals, in place of a terminal window full of scrolling text.
• Risk controls come first: dry run validation, daily loss limits, caps on open trades, ML confidence gating and a circuit breaker, all enforced before any live strategy runs.
• Ships as a web dashboard and a Capacitor packaged Android app with biometric unlock and push notifications, plus Telegram control for watching it from elsewhere.

Attendance analytics for small businesses stuck with generic fingerprint hardware.

• Ingests TXT logs from any fingerprint device, quietly handling UTF-16, UTF-8 and Latin-1 encodings, duplicate punches and incomplete days.
• Analytics covering daily, weekly and monthly trends, hours worked per employee, late arrival detection against configurable office hours, and an interactive calendar heat map.
• Ships as a single Windows .exe built with PyInstaller. No Python runtime, no dependencies, and HR can use it without a technical chaperone.